Analytics Vidhya

JULY 25, 2024

Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference.

Deep Learning 286

Deep Learning Modeling Technology Analytics 286

Analytics Vidhya

JUNE 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Hello There, This blog has an example of an ensemble of. The post Ensemble Deep Learning | An Ensemble of deep learning models! appeared first on Analytics Vidhya.

Deep Learning 269

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Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon 1. Introduction In this work, we present the relationship of model. The post Traditional vs Deep Learning Classification Models | An Empirical Study! appeared first on Analytics Vidhya.

Deep Learning 392

Deep Learning Modeling Data Science Publishing 392

Analytics Vidhya

MAY 15, 2022

This article was published as a part of the Data Science Blogathon Introduction- Hyperparameters in a neural network A deep neural network consists of multiple layers: an input layer, one or multiple hidden layers, and an output layer. The post Impact of Hyperparameters on a Deep Learning Model appeared first on Analytics Vidhya.

Deep Learning 266

Deep Learning Modeling Data Science Publishing 266

Analytics Vidhya

MAY 30, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction An artificial Neural Network is a sub-field of Artificial Intelligence. The post Develop your first Deep Learning Model in Python with Keras appeared first on Analytics Vidhya.

Deep Learning 392

Deep Learning Modeling Data Science Publishing 392

Analytics Vidhya

JUNE 20, 2022

This article was published as a part of the Data Science Blogathon. Introduction The loss function is very important in machine learning or deep learning. let’s say you are working on any problem and you have trained a machine learning model on the dataset and are ready to put it in front of your client. […].

Deep Learning 389

Deep Learning Machine Learning Data Science Publishing 389

Analytics Vidhya

NOVEMBER 7, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. It is a data-driven approach to learning that can automatically extract features from data and build models to make predictions.

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Analytics Vidhya

OCTOBER 12, 2021

This article was published as a part of the Data Science Blogathon Overview Malaria is a significant burden on our healthcare system and it is the major cause of death in many developing countries. The post Deep Learning based Malaria Detection Model for Beginners appeared first on Analytics Vidhya.

Deep Learning 332

Deep Learning Modeling Data Science Publishing 332

Analytics Vidhya

DECEMBER 28, 2021

This article was published as a part of the Data Science Blogathon Source: Vision Image Overview Deep learning is the most powerful method used to work on vision-related tasks. Convolutional Neural Networks or convents are a type of deep learning model which we use to approach computer vision-related applications.

Deep Learning 394

Deep Learning Data Science Publishing Modeling 394

Analytics Vidhya

SEPTEMBER 20, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Deep Learning Algorithms The goal of deep learning is to create models that have abstract features. The post A Beginner’s Guide to Deep Learning Algorithms appeared first on Analytics Vidhya.

Deep Learning 306

Deep Learning Data Science Publishing Modeling 306

Analytics Vidhya

OCTOBER 30, 2021

This article was published as a part of the Data Science Blogathon Overview What is Transfer Learning and it’s Working How Transfer Learning Works Why Should You Use Transfer Learning? The post Understanding Transfer Learning for Deep Learning appeared first on Analytics Vidhya.

Deep Learning 378

Deep Learning Data Science Publishing Modeling 378

Analytics Vidhya

APRIL 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction One of the most widely used applications in Deep Learning is Audio classification, in which the model learns to classify sounds based on audio features. When given the input, it will predict the label for that audio feature.

Deep Learning 329

Deep Learning Data Science Publishing Modeling 329

Analytics Vidhya

JUNE 2, 2022

This article was published as a part of the Data Science Blogathon. In this article, we will see how to set up Neural Networks, Artificial Neural Networks, and Deep Neural Networks, and also how to design the model, how to train […].

Deep Learning 350

Deep Learning Data Science Publishing Modeling 350

Analytics Vidhya

OCTOBER 7, 2021

This article was published as a part of the Data Science Blogathon Overview Deep learning is the subfield of machine learning which is used to perform complex tasks such as speech recognition, text classification, etc. A deep learning model consists of activation function, input, output, hidden layers, loss function, etc.

Deep Learning 326

Deep Learning Optimization Machine Learning Data Science 326

Analytics Vidhya

FEBRUARY 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is the subfield of machine learning which uses a set of neurons organized in layers. A deep learning model consists of three layers: the input layer, the output layer, and the hidden layers.

Deep Learning 322

Deep Learning Machine Learning Data Science Publishing 322

Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning has paved its roots much more decisively in our daily lives. Similarly, deep learning has also evolved in […]. Similarly, deep learning has also evolved in […].

Deep Learning 368

Deep Learning Data Science Publishing Analytics 368

Analytics Vidhya

SEPTEMBER 9, 2021

This article was published as a part of the Data Science Blogathon Introduction Hello everyone, in this article we will pick the use case of sequence modelling, which is time series forecasting. The post Web Traffic Forecasting Using Deep Learning appeared first on Analytics Vidhya.

Deep Learning 363

Deep Learning Forecasting Sales Data Science 363

Analytics Vidhya

MARCH 16, 2022

This article was published as a part of the Data Science Blogathon. A Deep Belief Network (DBN) is a sophisticated generative model that employs a deep architecture. In this article, we are going to learn all about it.

Deep Learning 368

Deep Learning Data Science Publishing Modeling 368

Analytics Vidhya

FEBRUARY 13, 2020

Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning. The post Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya.

Deep Learning 356

Deep Learning Modeling Analytics Unstructured Data 356

Analytics Vidhya

NOVEMBER 3, 2021

This article was published as a part of the Data Science Blogathon. Overview Keras is a Python library including an API for working with neural networks and deep learning frameworks. Keras includes Python-based methods and components for working with various Deep Learning applications. source: keras.io

Deep Learning 355

Deep Learning Data Science Publishing Modeling 355

Analytics Vidhya

MARCH 18, 2021

ArticleVideo Book Introduction In the last article, we understood the model checkpointing technique, which can be used in order to monitor the model performance. The post Improving your Deep Learning model using Model Checkpointing(Implementation)- Part 2 appeared first on Analytics Vidhya.

Deep Learning 218

Deep Learning Modeling Analytics 218

Analytics Vidhya

SEPTEMBER 16, 2021

This article was published as a part of the Data Science Blogathon In this article, we will be learning about how to apply k-fold cross-validation to a deep learning image classification model. Like my other articles, this article is going to have hands-on experience with code.

Deep Learning 330

Deep Learning Data Science Publishing Modeling 330

Analytics Vidhya

OCTOBER 19, 2021

This article was published as a part of the Data Science Blogathon Overview Though it is believed that tech enthusiasts are passing through the golden age of Artificial Intelligence, engineers and scientists still need to explore miles while progressing on their journey to Deep Learning projects.

Deep Learning 351

Deep Learning Data Science Publishing Modeling 351

Analytics Vidhya

SEPTEMBER 10, 2021

This article was published as a part of the Data Science Blogathon Introduction Everything around us from biology, stocks, physics, or even common life scenarios can be mathematically modelled using Differential equations. The post Ordinary Differential Equations Made Easy with Deep Learning appeared first on Analytics Vidhya.

Deep Learning 327

Deep Learning Data Science Publishing Modeling 327

Analytics Vidhya

AUGUST 13, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this blog, we’ll be discussing Ensemble Stacking through theory. The post Ensemble Stacking for Machine Learning and Deep Learning appeared first on Analytics Vidhya.

Deep Learning 364

Deep Learning Machine Learning Data Science Publishing 364

Analytics Vidhya

APRIL 23, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this section, we will build a face detection algorithm using Caffe model, but only OpenCV is not involved this time. The post Face detection using the Caffe model appeared first on Analytics Vidhya.

Modeling 394

Modeling Deep Learning Data Science Publishing 394

Analytics Vidhya

JANUARY 3, 2022

This article was published as a part of the Data Science Blogathon. The post COVID-19 Safety Protocol Tracker Using Deep Learning appeared first on Analytics Vidhya. The post COVID-19 Safety Protocol Tracker Using Deep Learning appeared first on Analytics Vidhya. Life is slowly […].

Deep Learning 329

Deep Learning Data-driven Data Science Publishing 329

Analytics Vidhya

SEPTEMBER 1, 2021

This article was published as a part of the Data Science Blogathon Introduction Trax is a full-featured deep learning library with a focus on clean code and fast computation. In syntax, it is generally similar to Keras, and a Trax model can be converted to a Keras model. appeared first on Analytics Vidhya.

Deep Learning 302

Deep Learning Data Science Publishing Modeling 302

Analytics Vidhya

MARCH 7, 2022

This article was published as a part of the Data Science Blogathon. The feed-forward model is the basic type of […]. The post Basic Introduction to Feed-Forward Network in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 254

Deep Learning Data Science Publishing Modeling 254

Analytics Vidhya

FEBRUARY 18, 2022

This article was published as a part of the Data Science Blogathon. OpenCV is a massive open-source library for various fields like computer vision, machine learning, image processing and plays a critical function in real-time operations, which are fundamental in today’s systems.

Deep Learning 256

Deep Learning Machine Learning Data Science Publishing 256

Analytics Vidhya

DECEMBER 23, 2021

This article was published as a part of the Data Science Blogathon Optimization Optimization provides a way to minimize the loss function. Optimization aims to reduce training errors, and Deep Learning Optimization is concerned with finding a suitable model. In this article, we will […].

Optimization 338

Optimization Modeling Deep Learning Data Science 338

Analytics Vidhya

SEPTEMBER 10, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is one of the hottest fields in the past decade, with applications in industry and research. The post Understanding Word Embeddings and Building your First RNN Model appeared first on Analytics Vidhya.

Modeling 371

Modeling Deep Learning Data Science Publishing 371

Analytics Vidhya

JUNE 30, 2024

Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. Subsequent research endeavours will center on possible […] The post How to Build a Multilingual Chatbot using Large Language Models? appeared first on Analytics Vidhya.

Modeling 349

Modeling Analytics Deep Learning 349

Analytics Vidhya

AUGUST 7, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article aims to compare four different deep learning and. The post Email Spam Detection – A Comparative Analysis of 4 Machine Learning Models appeared first on Analytics Vidhya.

Machine Learning 393

Machine Learning Modeling Deep Learning Data Science 393

Analytics Vidhya

JUNE 14, 2022

This article was published as a part of the Data Science Blogathon. Background on Flower Classification Model Deep learning models, especially CNN (Convolutional Neural Networks), are implemented to classify different objects with the help of labeled images. For example, a […].

Modeling 246

Modeling Deep Learning Testing Data Science 246

Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon “You can have data without information but you cannot have information without data” – Daniel Keys Moran Introduction If you are here then you might be already interested in Machine Learning or Deep Learning so I need not explain what it is?

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Modeling Deep Learning Machine Learning Data Science 311

Analytics Vidhya

SEPTEMBER 14, 2021

This article was published as a part of the Data Science Blogathon Introduction Deep learning has evolved a lot in recent years and we all are excited to build deeper architecture networks to gain more accuracies for our models. Going deep may […]. Going deep may […].

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Modeling Deep Learning Data Science Publishing 273